Monetizing Machine Learning: quickly turn python ml ideas into web applications on the ... serverless cloud 9781484238721, 1484238729

528 69 36MB

English Year 2019

Monetizing Machine Learning: quickly turn python ml ideas into web applications on the ... serverless cloud
9781484238721, 1484238729

Author / Uploaded
Mehdi Roopaei
Manuel Amunategui

Table of contents :
Content: 1 Introduction to Serverless Technologies 2 Client-Side Intelligence using Regression Coefficients on Azure 3 Real-Time Intelligence with Logistic Regression on GCP 4 Pre-Trained Intelligence with Gradient Boosting Machine on AWS 5 Case Study Part 1: Supporting Both Web and Mobile Browsers 6 Displaying Predictions with Google Maps on Azure 7 Forecasting with Naive Bayes and OpenWeather on AWS 8 Interactive Drawing Canvas and Digit Predictions using TensorFlow on GCP 9 Case Study Part 2: Displaying Dynamic Charts 10 Recommending with Singular Value Decomposition on GCP 11 Simplifying Complex Concepts with NLP and Visualization on Azure 12 Case Study Part 3: Enriching Content with Fundamental Financial Information 13 Google Analytics 14 A/B Testing on PythonAnywhere and MySQL 15 From Visitor To Subscriber 16 Case Study Part 4: Building a Subscription Paywall with Memberful 17 Conclusion

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